Reviews
The best AI tools, ranked
Independent shortlists for traders and finance professionals. Prices checked, dates shown.
- 01Read the review
Best AI tools for stock research in 2026: the shortlist
Six AI research tools for stocks, ranked by where their numbers come from, what they cost and how they fit a working desk. Perplexity Finance takes the top spot.
- 02Read the review
Best platforms to build an automated trading bot in 2026 (no code required)
Seven ways to run a trading bot without a quant team: Composer, Public Agents, Tread, Alpaca, Hummingbot, 3Commas and Catalyst, ranked on backtesting, safety rails, fees and markets.
- 03Read the review
Best AI accounting tools in 2026: for a trading entity, a small firm or a finance team
Six AI accounting tools ranked on who signs off, what connects, what it costs and how the books hand over to your CPA. Digits leads for small businesses; Puzzle, QuickBooks, Xero, Pilot and Stacks cover the rest.
- 04Read the review
Best AI tools for financial analysts and modeling in 2026: in Excel, not instead of it
Six AI tools for building, updating and checking financial models, ranked on whether they work inside Excel, show their changes, cite their sources and what they cost. Claude for Excel leads; Shortcut, Copilot, Fiscal.ai, Macabacus and Rogo follow.
- 05Read the review
Best AI tools for financial advisors in 2026: meetings, tax and estate, with compliance in mind
Seven AI tools for advisors, ranked on what they produce, how they handle client data and recordings, what they connect to and what they cost per advisor. Jump leads for meetings; Zocks, FinMate, Holistiplan, FP Alpha, Wealth.com and RightCapital cover the rest.
- 06Read the review
Brokers with AI agents in 2026: what Robinhood, Public, IBKR and the rest actually let you do
Eight brokers now offer an AI assistant, an agent or a connector to Claude and ChatGPT. What each one can do, whether it can trade, who approves the order, and what it costs.
Reviews are editorial shortlists, not tested configurations and not financial advice. We have no paid relationship with any tool we rank.